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TechOptima

Intellectual property

Our research initiatives.

Research and development at TechOptima—applied work that advances detection, classification, reasoning and multi-agent systems.

Vulnerability Detection and Monitoring Using LLM

Vulnerability Detection and Monitoring Using LLM

Advanced methods for identifying vulnerabilities.

Using large language models to enhance detection accuracy.

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Comparative Analysis of Diverse Architectures for Accurate Blood Cancer Cell Classification

Comparative Analysis of Diverse Architectures for Accurate Blood Cancer Cell Classification

Innovations in medical AI applications.

Exploring architectures for precise cancer cell classification.

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Hybrid Q-Learning with VLMs Reasoning Features

Hybrid Q-Learning with VLMs Reasoning Features

Hybrid reinforcement learning research.

A hybrid reinforcement learning framework that integrates Vision Language Models perception, symbolic reasoning, and Q-learning for navigation in grid world environments.

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A Multi-Agent Garage Service Search and Recommendation with Hybrid MLs and LLMs

A Multi-Agent Garage Service Search and Recommendation with Hybrid MLs and LLMs

Multi-agent systems and recommendations.

Creative approaches that combine hybrid ML and LLM techniques to improve operational effectiveness and user experience in service search and recommendation.

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